Title :
Time Serial Model of User Behavior in Content-Based Service System
Author :
Wang, Bingfei ; Wang, JinLin ; Luo, Ya ; Dong, Yuan Yuan
Author_Institution :
Nat. Network & New Media Eng. Res. Center, Chinese Acad. of Sci., Beijing, China
Abstract :
With the amounts of contents and users increasing, the content-based service systems have to face the overloading problem. Load balancing technology using the information of user behavior is often used to resolve this problem. The major purpose of this paper is to build a time serial model of user behavior in content-based service systems, and propose a dissimilar measurement for this model. Finally the experiment based on DTW algorithm approves the performance of this measurement.
Keywords :
content management; resource allocation; DTW algorithm; content-based service system; dissimilar measurement; dynamic time warping; load balancing; time serial model; user behavior; Bandwidth; Content management; Distribution strategy; Indexing; Information analysis; Knowledge acquisition; Knowledge engineering; Load management; Space technology; Time measurement; DTW; content-based service system; dissimilar measurement; time serial model; user behavior;
Conference_Titel :
Knowledge Acquisition and Modeling, 2009. KAM '09. Second International Symposium on
Print_ISBN :
978-0-7695-3888-4
DOI :
10.1109/KAM.2009.302
